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Aarhus University / Aarhus University Hospital / University of Cologne / University of Bonn / German Center for Neurodegenerative Diseases (DZNE) / Forschungszentrum Jülich
Released August 17, 2026
Sleep staging from one behind-the-ear electrode pair, feeding automated REM-sleep-without-atonia scoring and REM sleep behaviour disorder detection.
Aarhus University / Aarhus University Hospital / University of Cologne / Forschungszentrum Jülich / University of Bonn / German Center for Neurodegenerative Diseases (DZNE) / Rigshospitalet
Released February 10, 2026
Automated sleep staging for polysomnography in Parkinson's disease and isolated REM sleep behaviour disorder, with per-epoch confidence estimates.
University of Stuttgart / German Research Center for Artificial Intelligence (DFKI) / Max Planck Institute for Informatics / University of Texas at Austin / University of Bonn / University of California, San Diego / National University of Singapore
Released June 20, 2023
Self-supervised vision foundation model pretrained on 1.3M medical images via second-order graph matching, for segmentation and classification.